Dataset Analytics

Generated on May 15, 2024 at 7:33 am.

Number of Images

2,510

Number of Annotations

4,017

Average Image Size

0.26 mp

Median Image Ratio

512x512
square

Class Balance

Overview of the number of annotations for each class in your dataset.

Classes

all
train
valid
test
D00
1,498
D10
1,329
793
D20
308
Under Represented
D40
86
Under Represented
Under Represented
D00
1141
D10
999
608
D20
238
Under Represented
D40
61
Under Represented
Under Represented
D00
215
D10
200
107
D20
48
Under Represented
D40
15
Under Represented
Missing
D00
142
D10
130
78
D20
22
Under Represented
D40
10
Under Represented
Missing

Dimension Insights

Overview of the sizes and aspect ratios of the images in your dataset.

Size Distribution

Sizes are based on the number of pixels in your images.

All images are the same size, 512x512.

Aspect Ratio Distribution

The aspect ratio of your images compares the width vs. the height of your images.

square
2,510

Annotation Heatmap

Overview of where your annotations are located in the images in your dataset.

all
D00 (1,498)
D10 (1,329)
Repair (793)
D20 (308)
D40 (86)
Block crack (3)

Histogram of Object Count by Image

Overview of how many classes are annotated in each image in your dataset.

all
D00
D10
Repair
D20
D40
Block crack
    1504 imgs
    752
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
Count of all objects

Similar Projects

See More